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[D] What tasks don’t you trust zero-shot LLMs to handle reliably?

inclusionAI

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Ming-Lite-Omni

Menlo Research

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Jan-nano-gguf

Task: text-generation

DeepSeek

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DeepSeek-R1-0528

ByteDance

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Dolphin

Task: image-text-to-text

OpenBMB

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MiniCPM4-8B

Task: text-generation

Tencent

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SongGeneration

Task: text-to-audio

Google

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gemma-3n-E4B-it-litert-preview

Task: image-text-to-text

Black Forest Labs

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FLUX.1-dev

Task: text-to-image

Fish Audio

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openaudio-s1-mini

Task: text-to-speech

apache

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superset

Apache Superset is a Data Visualization and Data Exploration Platform

bluenviron

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mediamtx

Ready-to-use SRT / WebRTC / RTSP / RTMP / LL-HLS media server and media proxy that allows to read, publish, proxy, record and playback video and audio streams.

modelscope

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FunASR

A Fundamental End-to-End Speech Recognition Toolkit and Open Source SOTA Pretrained Models, Supporting Speech Recognition, Voice Activity Detection, Text Post-processing etc.

novuhq

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novu

The open-source notification Inbox infrastructure. E-mail, SMS, Push and Slack Integrations.

lancedb

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lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

prometheus

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node_exporter

Exporter for machine metrics

bmaltais

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kohya_ss